Sentence examples for underlying inference from inspiring English sources

In this brief report, we discuss the salient features of the randomized designs for phase II trials, which when properly applied under the constraints of their underlying inference framework can assure optimal use of limited phase III financial and patient resources.

In this context, 3D site models, if available are useful devices, as they give the underlying inference algorithms richer description of the scene as well as provide realistic visualization schemes.

Since both DR-FFL and TRANSWESD were ranked high, their underlying inference strategy could provide a generally promising approach for gene network inference.

Following the neurobiological informed model and these clinical observations, we aim to investigate neural mechanisms underlying inference processes during effortful physical exertions using two fMRI paradigms.

Target selection (choosing from which other sensors to solicit estimates) is challenging because sensors may not know the underlying inference models or qualities of sensors deployed by other firms.

To study the computational mechanisms underlying this inference, we created a two-dimensional virtual environment populated by autonomous agents with independent cognitive architectures.

After explaining the need for causal models and discussing some of the principles underlying causal inference, the book teaches readers how to use causal models: how to compute intervention distributions, how to infer causal models from observational and interventional data, and how causal ideas could be exploited for classical machine learning problems.

The two assumptions (Assumptions 2 and 3) underlying this inference were supported by empirical evidence showing that test performance conformed to a theoretical view of the construct of pragmatic comprehension ability.

As recommended by Oaks et al. [ 7], any results from the method should be accompanied by (1) analyses under a variety of priors to assess the assumptions underlying model inference and the prior sensitivity of the results, and (2) simulation-based power analyses to provide insight into the temporal resolution of the method.

Building on recent research into the neural substrates underlying agency inferences in healthy individuals, the present study investigates how these inferences are represented on a neural level in patients with schizophrenia.

This Bayesian observer assumption provides principled constraints on the computations that may underlie perceptual inference, learning and decision-making.